Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Primary cardiac adipose tumors are rare. There are two distinct pathologically defined entities that represent this tumor type: lipoma and lipomatous hypertrophy of the interatrial septum (LHIS). We present a single-center experience with these tumors and demonstrate that the location may not correspond to the pathologic diagnosis. METHODS: A retrospective review of a prospectively collected cardiac surgery database from January 1990 to July 2016 identified 254 cases of surgically treated primary cardiac tumors at our Institution. Of these, 06/254 (2%) were primary adipose tumors. RESULTS: In 3/6 (50%) cases, patients were asymptomatic or had symptoms referable to other known intracardiac lesions. Five patients (83%) had preserved ventricular function. In 4/6 cases (67%), the tumor was identified preoperatively. All patients presented in New York Heart Association functional class ≤2. Pathologic diagnosis of LHIS was made in 5/6 cases (83%), with 2/5 LHIS (40%) located in the interatrial septum. A bovine pericardial patch was utilized for reconstruction following tumor resection in 3/6 cases (50%). Mean cardiopulmonary bypass time was 88 ± 43 min. All the patients tolerated the procedure well without any postoperative complications. CONCLUSIONS: Primary cardiac adipose tumors are responsible for a small portion of all primary heart tumors. Surgical resection provided excellent outcomes, and did not affect cardiac performance, in spite of the need for extensive resections. LHIS was identified in locations other than the interatrial septum and was usually symptomatic.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it